Overview
Brought to you by YData
Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 10 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.6 KiB |
| Average record size in memory | 160.0 B |
Variable types
| TimeSeries | 14 |
|---|---|
| Categorical | 4 |
| Numeric | 1 |
Timeseries statistics
| Number of series | 14 |
|---|---|
| Time series length | 10 |
| Starting point | 1745135640000 |
| Ending point | 1745136180000 |
| Period | 60000 |
close is highly overall correlated with high and 10 other fields | High correlation |
high is highly overall correlated with close and 12 other fields | High correlation |
low is highly overall correlated with close and 14 other fields | High correlation |
macd_7 is highly overall correlated with high and 13 other fields | High correlation |
macdhist_7 is highly overall correlated with close and 14 other fields | High correlation |
macdsignal_7 is highly overall correlated with close and 11 other fields | High correlation |
obv_7 is highly overall correlated with high and 3 other fields | High correlation |
open is highly overall correlated with close and 12 other fields | High correlation |
rsi_14 is highly overall correlated with close and 9 other fields | High correlation |
rsi_21 is highly overall correlated with close and 11 other fields | High correlation |
rsi_60 is highly overall correlated with close and 15 other fields | High correlation |
rsi_7 is highly overall correlated with rsi_60 and 1 other fields | High correlation |
sma_14 is highly overall correlated with low and 11 other fields | High correlation |
sma_21 is highly overall correlated with high and 12 other fields | High correlation |
sma_60 is highly overall correlated with close and 14 other fields | High correlation |
sma_7 is highly overall correlated with close and 13 other fields | High correlation |
target is highly overall correlated with high and 11 other fields | High correlation |
volume is highly overall correlated with high and 3 other fields | High correlation |
window_start_ms is highly overall correlated with close and 14 other fields | High correlation |
window_start_ms is non stationary | Non stationary |
low is non stationary | Non stationary |
volume is non stationary | Non stationary |
sma_7 is non stationary | Non stationary |
sma_60 is non stationary | Non stationary |
rsi_14 is non stationary | Non stationary |
macd_7 is non stationary | Non stationary |
macdsignal_7 is non stationary | Non stationary |
macdhist_7 is non stationary | Non stationary |
obv_7 is non stationary | Non stationary |
volume is seasonal | Seasonal |
obv_7 is seasonal | Seasonal |
window_start_ms is uniformly distributed | Uniform |
window_start_ms has unique values | Unique |
volume has unique values | Unique |
sma_7 has unique values | Unique |
sma_14 has unique values | Unique |
sma_21 has unique values | Unique |
sma_60 has unique values | Unique |
rsi_7 has unique values | Unique |
macd_7 has unique values | Unique |
macdsignal_7 has unique values | Unique |
macdhist_7 has unique values | Unique |
obv_7 has unique values | Unique |
rsi_7 has 1 (10.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-05-20 07:53:15.443500 |
|---|---|
| Analysis finished | 2025-05-20 07:53:20.222450 |
| Duration | 4.78 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
window_start_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7451359 × 1012 |
|---|---|
| Minimum | 1.7451356 × 1012 |
| Maximum | 1.7451362 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 1.7451356 × 1012 |
|---|---|
| 5-th percentile | 1.7451357 × 1012 |
| Q1 | 1.7451358 × 1012 |
| median | 1.7451359 × 1012 |
| Q3 | 1.745136 × 1012 |
| 95-th percentile | 1.7451362 × 1012 |
| Maximum | 1.7451362 × 1012 |
| Range | 540000 |
| Interquartile range (IQR) | 270000 |
Descriptive statistics
| Standard deviation | 181659.02 |
|---|---|
| Coefficient of variation (CV) | 1.0409448 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.7451359 × 1012 |
| Median Absolute Deviation (MAD) | 150000 |
| Skewness | 0 |
| Sum | 1.7451359 × 1013 |
| Variance | 3.3 × 1010 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585320601 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.74513564 × 1012 | 1 | |
| 1.7451357 × 1012 | 1 | |
| 1.74513576 × 1012 | 1 | |
| 1.74513582 × 1012 | 1 | |
| 1.74513588 × 1012 | 1 | |
| 1.74513594 × 1012 | 1 | |
| 1.745136 × 1012 | 1 | |
| 1.74513606 × 1012 | 1 | |
| 1.74513612 × 1012 | 1 | |
| 1.74513618 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.74513564 × 1012 | 1 | |
| 1.7451357 × 1012 | 1 | |
| 1.74513576 × 1012 | 1 | |
| 1.74513582 × 1012 | 1 | |
| 1.74513588 × 1012 | 1 | |
| 1.74513594 × 1012 | 1 | |
| 1.745136 × 1012 | 1 | |
| 1.74513606 × 1012 | 1 | |
| 1.74513612 × 1012 | 1 | |
| 1.74513618 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.74513618 × 1012 | 1 | |
| 1.74513612 × 1012 | 1 | |
| 1.74513606 × 1012 | 1 | |
| 1.745136 × 1012 | 1 | |
| 1.74513594 × 1012 | 1 | |
| 1.74513588 × 1012 | 1 | |
| 1.74513582 × 1012 | 1 | |
| 1.74513576 × 1012 | 1 | |
| 1.7451357 × 1012 | 1 | |
| 1.74513564 × 1012 | 1 |
ACF and PACF
open
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 40.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 160.0 B |
| 84788.1 | |
|---|---|
| 84803.6 | |
| 84752.8 | |
| 84803.5 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 10.0% |
Sample
| 1st row | 84803.6 |
|---|---|
| 2nd row | 84803.6 |
| 3rd row | 84803.6 |
| 4th row | 84803.5 |
| 5th row | 84788.1 |
Common Values
| Value | Count | Frequency (%) |
| 84788.1 | 4 | |
| 84803.6 | 3 | |
| 84752.8 | 2 | |
| 84803.5 | 1 | 10.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 84788.1 | 4 | |
| 84803.6 | 3 | |
| 84752.8 | 2 | |
| 84803.5 | 1 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 8 | 24 | |
| 4 | 10 | |
| . | 10 | |
| 7 | 6 | 8.6% |
| 1 | 4 | 5.7% |
| 0 | 4 | 5.7% |
| 3 | 4 | 5.7% |
| 6 | 3 | 4.3% |
| 5 | 3 | 4.3% |
| 2 | 2 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 70 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 8 | 24 | |
| 4 | 10 | |
| . | 10 | |
| 7 | 6 | 8.6% |
| 1 | 4 | 5.7% |
| 0 | 4 | 5.7% |
| 3 | 4 | 5.7% |
| 6 | 3 | 4.3% |
| 5 | 3 | 4.3% |
| 2 | 2 | 2.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 70 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 8 | 24 | |
| 4 | 10 | |
| . | 10 | |
| 7 | 6 | 8.6% |
| 1 | 4 | 5.7% |
| 0 | 4 | 5.7% |
| 3 | 4 | 5.7% |
| 6 | 3 | 4.3% |
| 5 | 3 | 4.3% |
| 2 | 2 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 70 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 8 | 24 | |
| 4 | 10 | |
| . | 10 | |
| 7 | 6 | 8.6% |
| 1 | 4 | 5.7% |
| 0 | 4 | 5.7% |
| 3 | 4 | 5.7% |
| 6 | 3 | 4.3% |
| 5 | 3 | 4.3% |
| 2 | 2 | 2.9% |
high
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 40.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 160.0 B |
| 84788.1 | |
|---|---|
| 84803.6 | |
| 84752.8 | |
| 84803.5 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 10.0% |
Sample
| 1st row | 84803.6 |
|---|---|
| 2nd row | 84803.6 |
| 3rd row | 84803.6 |
| 4th row | 84803.5 |
| 5th row | 84788.1 |
Common Values
| Value | Count | Frequency (%) |
| 84788.1 | 4 | |
| 84803.6 | 3 | |
| 84752.8 | 2 | |
| 84803.5 | 1 | 10.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 84788.1 | 4 | |
| 84803.6 | 3 | |
| 84752.8 | 2 | |
| 84803.5 | 1 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 8 | 24 | |
| 4 | 10 | |
| . | 10 | |
| 7 | 6 | 8.6% |
| 1 | 4 | 5.7% |
| 0 | 4 | 5.7% |
| 3 | 4 | 5.7% |
| 6 | 3 | 4.3% |
| 5 | 3 | 4.3% |
| 2 | 2 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 70 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 8 | 24 | |
| 4 | 10 | |
| . | 10 | |
| 7 | 6 | 8.6% |
| 1 | 4 | 5.7% |
| 0 | 4 | 5.7% |
| 3 | 4 | 5.7% |
| 6 | 3 | 4.3% |
| 5 | 3 | 4.3% |
| 2 | 2 | 2.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 70 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 8 | 24 | |
| 4 | 10 | |
| . | 10 | |
| 7 | 6 | 8.6% |
| 1 | 4 | 5.7% |
| 0 | 4 | 5.7% |
| 3 | 4 | 5.7% |
| 6 | 3 | 4.3% |
| 5 | 3 | 4.3% |
| 2 | 2 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 70 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 8 | 24 | |
| 4 | 10 | |
| . | 10 | |
| 7 | 6 | 8.6% |
| 1 | 4 | 5.7% |
| 0 | 4 | 5.7% |
| 3 | 4 | 5.7% |
| 6 | 3 | 4.3% |
| 5 | 3 | 4.3% |
| 2 | 2 | 2.9% |
low
Numeric time series
High correlation Non stationary
| Distinct | 8 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84781.49 |
|---|---|
| Minimum | 84751.5 |
| Maximum | 84803.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 84751.5 |
|---|---|
| 5-th percentile | 84752.04 |
| Q1 | 84760.4 |
| median | 84788 |
| Q3 | 84799.65 |
| 95-th percentile | 84803.555 |
| Maximum | 84803.6 |
| Range | 52.1 |
| Interquartile range (IQR) | 39.25 |
Descriptive statistics
| Standard deviation | 21.448877 |
|---|---|
| Coefficient of variation (CV) | 0.00025299009 |
| Kurtosis | -1.3618881 |
| Mean | 84781.49 |
| Median Absolute Deviation (MAD) | 15.5 |
| Skewness | -0.58372624 |
| Sum | 847814.9 |
| Variance | 460.05433 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 1 |
Histogram with fixed size bins (bins=8)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 84803.5 | 2 | |
| 84788 | 2 | |
| 84803.6 | 1 | |
| 84783.2 | 1 | |
| 84788.1 | 1 | |
| 84751.5 | 1 | |
| 84752.7 | 1 | |
| 84752.8 | 1 |
| Value | Count | Frequency (%) |
| 84751.5 | 1 | |
| 84752.7 | 1 | |
| 84752.8 | 1 | |
| 84783.2 | 1 | |
| 84788 | 2 | |
| 84788.1 | 1 | |
| 84803.5 | 2 | |
| 84803.6 | 1 |
| Value | Count | Frequency (%) |
| 84803.6 | 1 | |
| 84803.5 | 2 | |
| 84788.1 | 1 | |
| 84788 | 2 | |
| 84783.2 | 1 | |
| 84752.8 | 1 | |
| 84752.7 | 1 | |
| 84751.5 | 1 |
ACF and PACF
close
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 160.0 B |
| 84788.1 | |
|---|---|
| 84803.6 | |
| 84751.5 | |
| 84752.7 | |
| 84752.8 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 30.0% |
Sample
| 1st row | 84803.6 |
|---|---|
| 2nd row | 84803.6 |
| 3rd row | 84803.6 |
| 4th row | 84788.1 |
| 5th row | 84788.1 |
Common Values
| Value | Count | Frequency (%) |
| 84788.1 | 4 | |
| 84803.6 | 3 | |
| 84751.5 | 1 | 10.0% |
| 84752.7 | 1 | 10.0% |
| 84752.8 | 1 | 10.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 84788.1 | 4 | |
| 84803.6 | 3 | |
| 84751.5 | 1 | 10.0% |
| 84752.7 | 1 | 10.0% |
| 84752.8 | 1 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 8 | 22 | |
| 4 | 10 | |
| . | 10 | |
| 7 | 8 | 11.4% |
| 1 | 5 | 7.1% |
| 5 | 4 | 5.7% |
| 0 | 3 | 4.3% |
| 3 | 3 | 4.3% |
| 6 | 3 | 4.3% |
| 2 | 2 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 70 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 8 | 22 | |
| 4 | 10 | |
| . | 10 | |
| 7 | 8 | 11.4% |
| 1 | 5 | 7.1% |
| 5 | 4 | 5.7% |
| 0 | 3 | 4.3% |
| 3 | 3 | 4.3% |
| 6 | 3 | 4.3% |
| 2 | 2 | 2.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 70 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 8 | 22 | |
| 4 | 10 | |
| . | 10 | |
| 7 | 8 | 11.4% |
| 1 | 5 | 7.1% |
| 5 | 4 | 5.7% |
| 0 | 3 | 4.3% |
| 3 | 3 | 4.3% |
| 6 | 3 | 4.3% |
| 2 | 2 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 70 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 8 | 22 | |
| 4 | 10 | |
| . | 10 | |
| 7 | 8 | 11.4% |
| 1 | 5 | 7.1% |
| 5 | 4 | 5.7% |
| 0 | 3 | 4.3% |
| 3 | 3 | 4.3% |
| 6 | 3 | 4.3% |
| 2 | 2 | 2.9% |
target
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 40.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 160.0 B |
| 84752.8 | |
|---|---|
| 84788.1 | |
| 84751.5 | |
| 84752.7 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 20.0% |
Sample
| 1st row | 84788.1 |
|---|---|
| 2nd row | 84788.1 |
| 3rd row | 84751.5 |
| 4th row | 84752.7 |
| 5th row | 84752.8 |
Common Values
| Value | Count | Frequency (%) |
| 84752.8 | 6 | |
| 84788.1 | 2 | 20.0% |
| 84751.5 | 1 | 10.0% |
| 84752.7 | 1 | 10.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 84752.8 | 6 | |
| 84788.1 | 2 | 20.0% |
| 84751.5 | 1 | 10.0% |
| 84752.7 | 1 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 8 | 20 | |
| 7 | 11 | |
| 4 | 10 | |
| . | 10 | |
| 5 | 9 | |
| 2 | 7 | 10.0% |
| 1 | 3 | 4.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 70 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 8 | 20 | |
| 7 | 11 | |
| 4 | 10 | |
| . | 10 | |
| 5 | 9 | |
| 2 | 7 | 10.0% |
| 1 | 3 | 4.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 70 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 8 | 20 | |
| 7 | 11 | |
| 4 | 10 | |
| . | 10 | |
| 5 | 9 | |
| 2 | 7 | 10.0% |
| 1 | 3 | 4.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 70 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 8 | 20 | |
| 7 | 11 | |
| 4 | 10 | |
| . | 10 | |
| 5 | 9 | |
| 2 | 7 | 10.0% |
| 1 | 3 | 4.3% |
volume
Numeric time series
High correlation Non stationary Seasonal Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.24152758 |
|---|---|
| Minimum | 0.0004353 |
| Maximum | 1.4261263 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0.0004353 |
|---|---|
| 5-th percentile | 0.0004485705 |
| Q1 | 0.000820215 |
| median | 0.009492745 |
| Q3 | 0.099015033 |
| 95-th percentile | 1.1532832 |
| Maximum | 1.4261263 |
| Range | 1.425691 |
| Interquartile range (IQR) | 0.098194818 |
Descriptive statistics
| Standard deviation | 0.48748454 |
|---|---|
| Coefficient of variation (CV) | 2.018339 |
| Kurtosis | 3.7871716 |
| Mean | 0.24152758 |
| Median Absolute Deviation (MAD) | 0.0090427 |
| Skewness | 2.1134498 |
| Sum | 2.4152758 |
| Variance | 0.23764118 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9777089007 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 0.0127017 | 1 | |
| 0.00171246 | 1 | |
| 0.0005228 | 1 | |
| 1.4261263 | 1 | |
| 0.00046479 | 1 | |
| 0.12441984 | 1 | |
| 0.02280061 | 1 | |
| 0.8198082 | 1 | |
| 0.00628379 | 1 | |
| 0.0004353 | 1 |
| Value | Count | Frequency (%) |
| 0.0004353 | 1 | |
| 0.00046479 | 1 | |
| 0.0005228 | 1 | |
| 0.00171246 | 1 | |
| 0.00628379 | 1 | |
| 0.0127017 | 1 | |
| 0.02280061 | 1 | |
| 0.12441984 | 1 | |
| 0.8198082 | 1 | |
| 1.4261263 | 1 |
| Value | Count | Frequency (%) |
| 1.4261263 | 1 | |
| 0.8198082 | 1 | |
| 0.12441984 | 1 | |
| 0.02280061 | 1 | |
| 0.0127017 | 1 | |
| 0.00628379 | 1 | |
| 0.00171246 | 1 | |
| 0.0005228 | 1 | |
| 0.00046479 | 1 | |
| 0.0004353 | 1 |
ACF and PACF
sma_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84795.144 |
|---|---|
| Minimum | 84772.771 |
| Maximum | 84807.843 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 84772.771 |
|---|---|
| 5-th percentile | 84776.037 |
| Q1 | 84789.161 |
| median | 84798.05 |
| Q3 | 84803.896 |
| 95-th percentile | 84807.11 |
| Maximum | 84807.843 |
| Range | 35.071429 |
| Interquartile range (IQR) | 14.735714 |
Descriptive statistics
| Standard deviation | 11.680875 |
|---|---|
| Coefficient of variation (CV) | 0.00013775405 |
| Kurtosis | -0.14490725 |
| Mean | 84795.144 |
| Median Absolute Deviation (MAD) | 7.3428571 |
| Skewness | -0.91660096 |
| Sum | 847951.44 |
| Variance | 136.44283 |
| Monotonicity | Strictly decreasing |
| Augmented Dickey-Fuller test p-value | 0.9987498957 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 84807.84286 | 1 | |
| 84806.21429 | 1 | |
| 84804.57143 | 1 | |
| 84801.87143 | 1 | |
| 84799.15714 | 1 | |
| 84796.94286 | 1 | |
| 84794.74286 | 1 | |
| 84787.3 | 1 | |
| 84780.02857 | 1 | |
| 84772.77143 | 1 |
| Value | Count | Frequency (%) |
| 84772.77143 | 1 | |
| 84780.02857 | 1 | |
| 84787.3 | 1 | |
| 84794.74286 | 1 | |
| 84796.94286 | 1 | |
| 84799.15714 | 1 | |
| 84801.87143 | 1 | |
| 84804.57143 | 1 | |
| 84806.21429 | 1 | |
| 84807.84286 | 1 |
| Value | Count | Frequency (%) |
| 84807.84286 | 1 | |
| 84806.21429 | 1 | |
| 84804.57143 | 1 | |
| 84801.87143 | 1 | |
| 84799.15714 | 1 | |
| 84796.94286 | 1 | |
| 84794.74286 | 1 | |
| 84787.3 | 1 | |
| 84780.02857 | 1 | |
| 84772.77143 | 1 |
ACF and PACF
sma_14
Numeric time series
High correlation Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84785.419 |
|---|---|
| Minimum | 84768.129 |
| Maximum | 84797.571 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 84768.129 |
|---|---|
| 5-th percentile | 84770.06 |
| Q1 | 84779.077 |
| median | 84787.764 |
| Q3 | 84792.666 |
| 95-th percentile | 84796.749 |
| Maximum | 84797.571 |
| Range | 29.442857 |
| Interquartile range (IQR) | 13.589286 |
Descriptive statistics
| Standard deviation | 9.9628226 |
|---|---|
| Coefficient of variation (CV) | 0.00011750632 |
| Kurtosis | -0.81491087 |
| Mean | 84785.419 |
| Median Absolute Deviation (MAD) | 6.6678571 |
| Skewness | -0.59189597 |
| Sum | 847854.19 |
| Variance | 99.257835 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 84768.12857 | 1 | |
| 84772.42143 | 1 | |
| 84777.96429 | 1 | |
| 84782.41429 | 1 | |
| 84786.85714 | 1 | |
| 84791.3 | 1 | |
| 84795.74286 | 1 | |
| 84797.57143 | 1 | |
| 84793.12143 | 1 | |
| 84788.67143 | 1 |
| Value | Count | Frequency (%) |
| 84768.12857 | 1 | |
| 84772.42143 | 1 | |
| 84777.96429 | 1 | |
| 84782.41429 | 1 | |
| 84786.85714 | 1 | |
| 84788.67143 | 1 | |
| 84791.3 | 1 | |
| 84793.12143 | 1 | |
| 84795.74286 | 1 | |
| 84797.57143 | 1 |
| Value | Count | Frequency (%) |
| 84797.57143 | 1 | |
| 84795.74286 | 1 | |
| 84793.12143 | 1 | |
| 84791.3 | 1 | |
| 84788.67143 | 1 | |
| 84786.85714 | 1 | |
| 84782.41429 | 1 | |
| 84777.96429 | 1 | |
| 84772.42143 | 1 | |
| 84768.12857 | 1 |
ACF and PACF
sma_21
Numeric time series
High correlation Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84770.333 |
|---|---|
| Minimum | 84759.543 |
| Maximum | 84776.233 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 84759.543 |
|---|---|
| 5-th percentile | 84760.88 |
| Q1 | 84766.893 |
| median | 84772.414 |
| Q3 | 84774.848 |
| 95-th percentile | 84775.721 |
| Maximum | 84776.233 |
| Range | 16.690476 |
| Interquartile range (IQR) | 7.9547619 |
Descriptive statistics
| Standard deviation | 5.8099139 |
|---|---|
| Coefficient of variation (CV) | 6.8537113 × 10-5 |
| Kurtosis | -0.464533 |
| Mean | 84770.333 |
| Median Absolute Deviation (MAD) | 2.7119048 |
| Skewness | -0.92316521 |
| Sum | 847703.33 |
| Variance | 33.755099 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 2.464494675 × 10-7 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 84759.54286 | 1 | |
| 84762.51429 | 1 | |
| 84765.96667 | 1 | |
| 84769.67143 | 1 | |
| 84771.5 | 1 | |
| 84773.32857 | 1 | |
| 84775.09524 | 1 | |
| 84774.51905 | 1 | |
| 84774.95714 | 1 | |
| 84776.23333 | 1 |
| Value | Count | Frequency (%) |
| 84759.54286 | 1 | |
| 84762.51429 | 1 | |
| 84765.96667 | 1 | |
| 84769.67143 | 1 | |
| 84771.5 | 1 | |
| 84773.32857 | 1 | |
| 84774.51905 | 1 | |
| 84774.95714 | 1 | |
| 84775.09524 | 1 | |
| 84776.23333 | 1 |
| Value | Count | Frequency (%) |
| 84776.23333 | 1 | |
| 84775.09524 | 1 | |
| 84774.95714 | 1 | |
| 84774.51905 | 1 | |
| 84773.32857 | 1 | |
| 84771.5 | 1 | |
| 84769.67143 | 1 | |
| 84765.96667 | 1 | |
| 84762.51429 | 1 | |
| 84759.54286 | 1 |
ACF and PACF
sma_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84801.98 |
|---|---|
| Minimum | 84789.56 |
| Maximum | 84813.415 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 84789.56 |
|---|---|
| 5-th percentile | 84790.845 |
| Q1 | 84795.993 |
| median | 84802.227 |
| Q3 | 84808.339 |
| 95-th percentile | 84812.426 |
| Maximum | 84813.415 |
| Range | 23.855 |
| Interquartile range (IQR) | 12.34625 |
Descriptive statistics
| Standard deviation | 8.1205031 |
|---|---|
| Coefficient of variation (CV) | 9.5758414 × 10-5 |
| Kurtosis | -1.2478923 |
| Mean | 84801.98 |
| Median Absolute Deviation (MAD) | 6.8725 |
| Skewness | -0.11262092 |
| Sum | 848019.8 |
| Variance | 65.942571 |
| Monotonicity | Strictly decreasing |
| Augmented Dickey-Fuller test p-value | 1 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 84813.415 | 1 | |
| 84811.21667 | 1 | |
| 84809.01833 | 1 | |
| 84806.30167 | 1 | |
| 84803.585 | 1 | |
| 84800.86833 | 1 | |
| 84798.15167 | 1 | |
| 84795.27333 | 1 | |
| 84792.415 | 1 | |
| 84789.56 | 1 |
| Value | Count | Frequency (%) |
| 84789.56 | 1 | |
| 84792.415 | 1 | |
| 84795.27333 | 1 | |
| 84798.15167 | 1 | |
| 84800.86833 | 1 | |
| 84803.585 | 1 | |
| 84806.30167 | 1 | |
| 84809.01833 | 1 | |
| 84811.21667 | 1 | |
| 84813.415 | 1 |
| Value | Count | Frequency (%) |
| 84813.415 | 1 | |
| 84811.21667 | 1 | |
| 84809.01833 | 1 | |
| 84806.30167 | 1 | |
| 84803.585 | 1 | |
| 84800.86833 | 1 | |
| 84798.15167 | 1 | |
| 84795.27333 | 1 | |
| 84792.415 | 1 | |
| 84789.56 | 1 |
ACF and PACF
rsi_7
Real number (ℝ)
High correlation Unique Zeros
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.012891 |
| Minimum | 0 |
|---|---|
| Maximum | 88.4273 |
| Zeros | 1 |
| Zeros (%) | 10.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.234375 |
| Q1 | 0.63796342 |
| median | 1.3584708 |
| Q3 | 2.3886945 |
| 95-th percentile | 49.760015 |
| Maximum | 88.4273 |
| Range | 88.4273 |
| Interquartile range (IQR) | 1.7507311 |
Descriptive statistics
| Standard deviation | 27.566161 |
|---|---|
| Coefficient of variation (CV) | 2.7530672 |
| Kurtosis | 9.9717879 |
| Mean | 10.012891 |
| Median Absolute Deviation (MAD) | 0.8652869 |
| Skewness | 3.156201 |
| Sum | 100.12891 |
| Variance | 759.89326 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 88.4272997 | 1 | |
| 2.5 | 1 | |
| 1.680672269 | 1 | |
| 1.03626943 | 1 | |
| 0.5208333334 | 1 | |
| 0.6369426752 | 1 | |
| 0.6410256411 | 1 | |
| 0 | 1 | |
| 2.251407129 | 1 | |
| 2.434456929 | 1 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.5208333334 | 1 | |
| 0.6369426752 | 1 | |
| 0.6410256411 | 1 | |
| 1.03626943 | 1 | |
| 1.680672269 | 1 | |
| 2.251407129 | 1 | |
| 2.434456929 | 1 | |
| 2.5 | 1 | |
| 88.4272997 | 1 |
| Value | Count | Frequency (%) |
| 88.4272997 | 1 | |
| 2.5 | 1 | |
| 2.434456929 | 1 | |
| 2.251407129 | 1 | |
| 1.680672269 | 1 | |
| 1.03626943 | 1 | |
| 0.6410256411 | 1 | |
| 0.6369426752 | 1 | |
| 0.5208333334 | 1 | |
| 0 | 1 |
rsi_14
Numeric time series
High correlation Non stationary
| Distinct | 7 |
|---|---|
| Distinct (%) | 70.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.758493 |
|---|---|
| Minimum | 2.2970904 |
| Maximum | 88.2643 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 2.2970904 |
|---|---|
| 5-th percentile | 2.2970904 |
| Q1 | 59.863441 |
| median | 75.972862 |
| Q3 | 76.672384 |
| 95-th percentile | 83.056933 |
| Maximum | 88.2643 |
| Range | 85.967209 |
| Interquartile range (IQR) | 16.808943 |
Descriptive statistics
| Standard deviation | 31.31439 |
|---|---|
| Coefficient of variation (CV) | 0.52401572 |
| Kurtosis | 0.84727913 |
| Mean | 59.758493 |
| Median Absolute Deviation (MAD) | 6.1519422 |
| Skewness | -1.5065847 |
| Sum | 597.58493 |
| Variance | 980.59099 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9628091077 |
Histogram with fixed size bins (bins=7)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 76.67238422 | 3 | |
| 2.297090352 | 2 | |
| 64.38848921 | 1 | 10.0% |
| 75.27333894 | 1 | 10.0% |
| 88.2642998 | 1 | 10.0% |
| 76.69237361 | 1 | 10.0% |
| 58.35509138 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 2.297090352 | 2 | |
| 58.35509138 | 1 | 10.0% |
| 64.38848921 | 1 | 10.0% |
| 75.27333894 | 1 | 10.0% |
| 76.67238422 | 3 | |
| 76.69237361 | 1 | 10.0% |
| 88.2642998 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 88.2642998 | 1 | 10.0% |
| 76.69237361 | 1 | 10.0% |
| 76.67238422 | 3 | |
| 75.27333894 | 1 | 10.0% |
| 64.38848921 | 1 | 10.0% |
| 58.35509138 | 1 | 10.0% |
| 2.297090352 | 2 |
ACF and PACF
rsi_21
Numeric time series
High correlation
| Distinct | 9 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.306251 |
|---|---|
| Minimum | 46.834118 |
| Maximum | 68.719923 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 46.834118 |
|---|---|
| 5-th percentile | 49.460856 |
| Q1 | 59.267532 |
| median | 61.344489 |
| Q3 | 63.334227 |
| 95-th percentile | 67.950815 |
| Maximum | 68.719923 |
| Range | 21.885805 |
| Interquartile range (IQR) | 4.0666949 |
Descriptive statistics
| Standard deviation | 6.4612746 |
|---|---|
| Coefficient of variation (CV) | 0.10714104 |
| Kurtosis | 1.1161083 |
| Mean | 60.306251 |
| Median Absolute Deviation (MAD) | 2.6610819 |
| Skewness | -1.0010178 |
| Sum | 603.06251 |
| Variance | 41.74807 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.001841773375 |
Histogram with fixed size bins (bins=9)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 61.40142518 | 2 | |
| 61.28755365 | 1 | |
| 63.97849462 | 1 | |
| 67.01079305 | 1 | |
| 68.719923 | 1 | |
| 61.10113704 | 1 | |
| 46.83411826 | 1 | |
| 52.67131243 | 1 | |
| 58.65633075 | 1 |
| Value | Count | Frequency (%) |
| 46.83411826 | 1 | |
| 52.67131243 | 1 | |
| 58.65633075 | 1 | |
| 61.10113704 | 1 | |
| 61.28755365 | 1 | |
| 61.40142518 | 2 | |
| 63.97849462 | 1 | |
| 67.01079305 | 1 | |
| 68.719923 | 1 |
| Value | Count | Frequency (%) |
| 68.719923 | 1 | |
| 67.01079305 | 1 | |
| 63.97849462 | 1 | |
| 61.40142518 | 2 | |
| 61.28755365 | 1 | |
| 61.10113704 | 1 | |
| 58.65633075 | 1 | |
| 52.67131243 | 1 | |
| 46.83411826 | 1 |
ACF and PACF
rsi_60
Numeric time series
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.185059 |
|---|---|
| Minimum | 34.864154 |
| Maximum | 38.614212 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 34.864154 |
|---|---|
| 5-th percentile | 34.925678 |
| Q1 | 35.130572 |
| median | 35.46719 |
| Q3 | 37.548381 |
| 95-th percentile | 38.446767 |
| Maximum | 38.614212 |
| Range | 3.750058 |
| Interquartile range (IQR) | 2.4178085 |
Descriptive statistics
| Standard deviation | 1.5250978 |
|---|---|
| Coefficient of variation (CV) | 0.042147169 |
| Kurtosis | -1.1700928 |
| Mean | 36.185059 |
| Median Absolute Deviation (MAD) | 0.4575693 |
| Skewness | 0.9674712 |
| Sum | 361.85059 |
| Variance | 2.3259233 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0 |
Histogram with fixed size bins (bins=6)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 35.46718973 | 4 | |
| 38.24211089 | 2 | |
| 38.6142123 | 1 | 10.0% |
| 34.86415425 | 1 | 10.0% |
| 35.00087458 | 1 | 10.0% |
| 35.01836628 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 34.86415425 | 1 | 10.0% |
| 35.00087458 | 1 | 10.0% |
| 35.01836628 | 1 | 10.0% |
| 35.46718973 | 4 | |
| 38.24211089 | 2 | |
| 38.6142123 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 38.6142123 | 1 | 10.0% |
| 38.24211089 | 2 | |
| 35.46718973 | 4 | |
| 35.01836628 | 1 | 10.0% |
| 35.00087458 | 1 | 10.0% |
| 34.86415425 | 1 | 10.0% |
ACF and PACF
macd_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.1579441 |
|---|---|
| Minimum | -6.2549175 |
| Maximum | 14.026928 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -6.2549175 |
|---|---|
| 5-th percentile | -5.4065115 |
| Q1 | 0.10597017 |
| median | 5.9105032 |
| Q3 | 11.030866 |
| 95-th percentile | 13.545981 |
| Maximum | 14.026928 |
| Range | 20.281845 |
| Interquartile range (IQR) | 10.924896 |
Descriptive statistics
| Standard deviation | 7.1630996 |
|---|---|
| Coefficient of variation (CV) | 1.3887509 |
| Kurtosis | -1.1234953 |
| Mean | 5.1579441 |
| Median Absolute Deviation (MAD) | 6.4436525 |
| Skewness | -0.4132058 |
| Sum | 51.579441 |
| Variance | 51.309996 |
| Monotonicity | Strictly decreasing |
| Augmented Dickey-Fuller test p-value | 1 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 14.02692792 | 1 | |
| 12.95815744 | 1 | |
| 11.7501539 | 1 | |
| 8.87300212 | 1 | |
| 6.716434783 | 1 | |
| 5.10457156 | 1 | |
| 3.950082563 | 1 | |
| -1.175400624 | 1 | |
| -4.36957083 | 1 | |
| -6.254917486 | 1 |
| Value | Count | Frequency (%) |
| -6.254917486 | 1 | |
| -4.36957083 | 1 | |
| -1.175400624 | 1 | |
| 3.950082563 | 1 | |
| 5.10457156 | 1 | |
| 6.716434783 | 1 | |
| 8.87300212 | 1 | |
| 11.7501539 | 1 | |
| 12.95815744 | 1 | |
| 14.02692792 | 1 |
| Value | Count | Frequency (%) |
| 14.02692792 | 1 | |
| 12.95815744 | 1 | |
| 11.7501539 | 1 | |
| 8.87300212 | 1 | |
| 6.716434783 | 1 | |
| 5.10457156 | 1 | |
| 3.950082563 | 1 | |
| -1.175400624 | 1 | |
| -4.36957083 | 1 | |
| -6.254917486 | 1 |
ACF and PACF
macdsignal_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.91317834 |
|---|---|
| Minimum | -1.3316105 |
| Maximum | 4.8762124 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -1.3316105 |
|---|---|
| 5-th percentile | -1.1467943 |
| Q1 | -0.478574 |
| median | 0.22830004 |
| Q3 | 2.0363378 |
| 95-th percentile | 4.2074472 |
| Maximum | 4.8762124 |
| Range | 6.2078229 |
| Interquartile range (IQR) | 2.5149118 |
Descriptive statistics
| Standard deviation | 2.0233989 |
|---|---|
| Coefficient of variation (CV) | 2.2157763 |
| Kurtosis | -0.014596002 |
| Mean | 0.91317834 |
| Median Absolute Deviation (MAD) | 1.0430993 |
| Skewness | 0.95984467 |
| Sum | 9.1317834 |
| Variance | 4.0941431 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 1 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| -1.331610498 | 1 | |
| -0.9209077991 | 1 | |
| -0.541870144 | 1 | |
| -0.2886855744 | 1 | |
| 0.08270719876 | 1 | |
| 0.3738928744 | 1 | |
| 1.165290737 | 1 | |
| 2.326686781 | 1 | |
| 3.390067437 | 1 | |
| 4.8762124 | 1 |
| Value | Count | Frequency (%) |
| -1.331610498 | 1 | |
| -0.9209077991 | 1 | |
| -0.541870144 | 1 | |
| -0.2886855744 | 1 | |
| 0.08270719876 | 1 | |
| 0.3738928744 | 1 | |
| 1.165290737 | 1 | |
| 2.326686781 | 1 | |
| 3.390067437 | 1 | |
| 4.8762124 | 1 |
| Value | Count | Frequency (%) |
| 4.8762124 | 1 | |
| 3.390067437 | 1 | |
| 2.326686781 | 1 | |
| 1.165290737 | 1 | |
| 0.3738928744 | 1 | |
| 0.08270719876 | 1 | |
| -0.2886855744 | 1 | |
| -0.541870144 | 1 | |
| -0.9209077991 | 1 | |
| -1.331610498 | 1 |
ACF and PACF
macdhist_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2447658 |
|---|---|
| Minimum | -11.13113 |
| Maximum | 15.358538 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -11.13113 |
|---|---|
| 5-th percentile | -9.6139587 |
| Q1 | -1.9303676 |
| median | 5.6822031 |
| Q3 | 11.50944 |
| 95-th percentile | 14.692775 |
| Maximum | 15.358538 |
| Range | 26.489668 |
| Interquartile range (IQR) | 13.439808 |
Descriptive statistics
| Standard deviation | 9.1523072 |
|---|---|
| Coefficient of variation (CV) | 2.1561395 |
| Kurtosis | -0.95036327 |
| Mean | 4.2447658 |
| Median Absolute Deviation (MAD) | 7.4033415 |
| Skewness | -0.52761664 |
| Sum | 42.447658 |
| Variance | 83.764727 |
| Monotonicity | Strictly decreasing |
| Augmented Dickey-Fuller test p-value | 1 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 15.35853842 | 1 | |
| 13.87906524 | 1 | |
| 12.29202404 | 1 | |
| 9.161687694 | 1 | |
| 6.633727585 | 1 | |
| 4.730678686 | 1 | |
| 2.784791826 | 1 | |
| -3.502087405 | 1 | |
| -7.759638268 | 1 | |
| -11.13112989 | 1 |
| Value | Count | Frequency (%) |
| -11.13112989 | 1 | |
| -7.759638268 | 1 | |
| -3.502087405 | 1 | |
| 2.784791826 | 1 | |
| 4.730678686 | 1 | |
| 6.633727585 | 1 | |
| 9.161687694 | 1 | |
| 12.29202404 | 1 | |
| 13.87906524 | 1 | |
| 15.35853842 | 1 |
| Value | Count | Frequency (%) |
| 15.35853842 | 1 | |
| 13.87906524 | 1 | |
| 12.29202404 | 1 | |
| 9.161687694 | 1 | |
| 6.633727585 | 1 | |
| 4.730678686 | 1 | |
| 2.784791826 | 1 | |
| -3.502087405 | 1 | |
| -7.759638268 | 1 | |
| -11.13112989 | 1 |
ACF and PACF
obv_7
Numeric time series
High correlation Non stationary Seasonal Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.24152758 |
|---|---|
| Minimum | 0.0004353 |
| Maximum | 1.4261263 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0.0004353 |
|---|---|
| 5-th percentile | 0.0004485705 |
| Q1 | 0.000820215 |
| median | 0.009492745 |
| Q3 | 0.099015033 |
| 95-th percentile | 1.1532832 |
| Maximum | 1.4261263 |
| Range | 1.425691 |
| Interquartile range (IQR) | 0.098194818 |
Descriptive statistics
| Standard deviation | 0.48748454 |
|---|---|
| Coefficient of variation (CV) | 2.018339 |
| Kurtosis | 3.7871716 |
| Mean | 0.24152758 |
| Median Absolute Deviation (MAD) | 0.0090427 |
| Skewness | 2.1134498 |
| Sum | 2.4152758 |
| Variance | 0.23764118 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9777089007 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 0.0127017 | 1 | |
| 0.00171246 | 1 | |
| 0.0005228 | 1 | |
| 1.4261263 | 1 | |
| 0.00046479 | 1 | |
| 0.12441984 | 1 | |
| 0.02280061 | 1 | |
| 0.8198082 | 1 | |
| 0.00628379 | 1 | |
| 0.0004353 | 1 |
| Value | Count | Frequency (%) |
| 0.0004353 | 1 | |
| 0.00046479 | 1 | |
| 0.0005228 | 1 | |
| 0.00171246 | 1 | |
| 0.00628379 | 1 | |
| 0.0127017 | 1 | |
| 0.02280061 | 1 | |
| 0.12441984 | 1 | |
| 0.8198082 | 1 | |
| 1.4261263 | 1 |
| Value | Count | Frequency (%) |
| 1.4261263 | 1 | |
| 0.8198082 | 1 | |
| 0.12441984 | 1 | |
| 0.02280061 | 1 | |
| 0.0127017 | 1 | |
| 0.00628379 | 1 | |
| 0.00171246 | 1 | |
| 0.0005228 | 1 | |
| 0.00046479 | 1 | |
| 0.0004353 | 1 |
ACF and PACF
Interactions
Correlations
| close | high | low | macd_7 | macdhist_7 | macdsignal_7 | obv_7 | open | rsi_14 | rsi_21 | rsi_60 | rsi_7 | sma_14 | sma_21 | sma_60 | sma_7 | target | volume | window_start_ms | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| close | 1.000 | 0.604 | 0.577 | 0.408 | 0.756 | 0.722 | 0.415 | 0.604 | 0.583 | 0.687 | 0.845 | 0.000 | 0.000 | 0.000 | 0.707 | 0.816 | 0.000 | 0.415 | 1.000 |
| high | 0.604 | 1.000 | 0.866 | 0.707 | 0.655 | 0.408 | 0.561 | 1.000 | 0.387 | 0.339 | 0.759 | 0.000 | 0.433 | 0.500 | 0.612 | 0.707 | 0.707 | 0.561 | 1.000 |
| low | 0.577 | 0.866 | 1.000 | 0.835 | 0.835 | -0.835 | -0.354 | 0.866 | 0.576 | 0.676 | 0.944 | 0.372 | -0.781 | -0.738 | 0.835 | 0.835 | 0.707 | -0.354 | -0.835 |
| macd_7 | 0.408 | 0.707 | 0.835 | 1.000 | 1.000 | -1.000 | 0.067 | 0.707 | 0.542 | 0.717 | 0.916 | 0.358 | -0.842 | -0.964 | 1.000 | 1.000 | 0.707 | 0.067 | -1.000 |
| macdhist_7 | 0.756 | 0.655 | 0.835 | 1.000 | 1.000 | -1.000 | 0.067 | 0.655 | 0.542 | 0.717 | 0.916 | 0.358 | -0.842 | -0.964 | 1.000 | 1.000 | 0.655 | 0.067 | -1.000 |
| macdsignal_7 | 0.722 | 0.408 | -0.835 | -1.000 | -1.000 | 1.000 | -0.067 | 0.408 | -0.542 | -0.717 | -0.916 | -0.358 | 0.842 | 0.964 | -1.000 | -1.000 | 0.000 | -0.067 | 1.000 |
| obv_7 | 0.415 | 0.561 | -0.354 | 0.067 | 0.067 | -0.067 | 1.000 | 0.561 | 0.203 | 0.018 | -0.157 | -0.370 | 0.309 | -0.067 | 0.067 | 0.067 | 0.504 | 1.000 | -0.067 |
| open | 0.604 | 1.000 | 0.866 | 0.707 | 0.655 | 0.408 | 0.561 | 1.000 | 0.387 | 0.339 | 0.759 | 0.000 | 0.433 | 0.500 | 0.612 | 0.707 | 0.707 | 0.561 | 1.000 |
| rsi_14 | 0.583 | 0.387 | 0.576 | 0.542 | 0.542 | -0.542 | 0.203 | 0.387 | 1.000 | 0.827 | 0.516 | -0.295 | -0.302 | -0.425 | 0.542 | 0.542 | 0.365 | 0.203 | -0.542 |
| rsi_21 | 0.687 | 0.339 | 0.676 | 0.717 | 0.717 | -0.717 | 0.018 | 0.339 | 0.827 | 1.000 | 0.686 | 0.134 | -0.687 | -0.657 | 0.717 | 0.717 | 0.000 | 0.018 | -0.717 |
| rsi_60 | 0.845 | 0.759 | 0.944 | 0.916 | 0.916 | -0.916 | -0.157 | 0.759 | 0.516 | 0.686 | 1.000 | 0.514 | -0.859 | -0.816 | 0.916 | 0.916 | 0.543 | -0.157 | -0.916 |
| rsi_7 | 0.000 | 0.000 | 0.372 | 0.358 | 0.358 | -0.358 | -0.370 | 0.000 | -0.295 | 0.134 | 0.514 | 1.000 | -0.673 | -0.358 | 0.358 | 0.358 | 0.354 | -0.370 | -0.358 |
| sma_14 | 0.000 | 0.433 | -0.781 | -0.842 | -0.842 | 0.842 | 0.309 | 0.433 | -0.302 | -0.687 | -0.859 | -0.673 | 1.000 | 0.842 | -0.842 | -0.842 | 0.655 | 0.309 | 0.842 |
| sma_21 | 0.000 | 0.500 | -0.738 | -0.964 | -0.964 | 0.964 | -0.067 | 0.500 | -0.425 | -0.657 | -0.816 | -0.358 | 0.842 | 1.000 | -0.964 | -0.964 | 0.707 | -0.067 | 0.964 |
| sma_60 | 0.707 | 0.612 | 0.835 | 1.000 | 1.000 | -1.000 | 0.067 | 0.612 | 0.542 | 0.717 | 0.916 | 0.358 | -0.842 | -0.964 | 1.000 | 1.000 | 0.612 | 0.067 | -1.000 |
| sma_7 | 0.816 | 0.707 | 0.835 | 1.000 | 1.000 | -1.000 | 0.067 | 0.707 | 0.542 | 0.717 | 0.916 | 0.358 | -0.842 | -0.964 | 1.000 | 1.000 | 0.000 | 0.067 | -1.000 |
| target | 0.000 | 0.707 | 0.707 | 0.707 | 0.655 | 0.000 | 0.504 | 0.707 | 0.365 | 0.000 | 0.543 | 0.354 | 0.655 | 0.707 | 0.612 | 0.000 | 1.000 | 0.504 | 1.000 |
| volume | 0.415 | 0.561 | -0.354 | 0.067 | 0.067 | -0.067 | 1.000 | 0.561 | 0.203 | 0.018 | -0.157 | -0.370 | 0.309 | -0.067 | 0.067 | 0.067 | 0.504 | 1.000 | -0.067 |
| window_start_ms | 1.000 | 1.000 | -0.835 | -1.000 | -1.000 | 1.000 | -0.067 | 1.000 | -0.542 | -0.717 | -0.916 | -0.358 | 0.842 | 0.964 | -1.000 | -1.000 | 1.000 | -0.067 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| window_start_ms | open | high | low | close | target | volume | sma_7 | sma_14 | sma_21 | sma_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv_7 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1745135640000 | 1745135640000 | 84803.60 | 84803.60 | 84803.50 | 84803.60 | 84788.10 | 0.01 | 84807.84 | 84768.13 | 84759.54 | 84813.41 | 88.43 | 64.39 | 61.29 | 38.61 | 14.03 | -1.33 | 15.36 | 0.01 |
| 1745135700000 | 1745135700000 | 84803.60 | 84803.60 | 84803.50 | 84803.60 | 84788.10 | 0.00 | 84806.21 | 84772.42 | 84762.51 | 84811.22 | 2.50 | 75.27 | 63.98 | 38.24 | 12.96 | -0.92 | 13.88 | 0.00 |
| 1745135760000 | 1745135760000 | 84803.60 | 84803.60 | 84803.60 | 84803.60 | 84751.50 | 0.00 | 84804.57 | 84777.96 | 84765.97 | 84809.02 | 1.68 | 88.26 | 67.01 | 38.24 | 11.75 | -0.54 | 12.29 | 0.00 |
| 1745135820000 | 1745135820000 | 84803.50 | 84803.50 | 84783.20 | 84788.10 | 84752.70 | 1.43 | 84801.87 | 84782.41 | 84769.67 | 84806.30 | 1.04 | 76.69 | 68.72 | 35.47 | 8.87 | -0.29 | 9.16 | 1.43 |
| 1745135880000 | 1745135880000 | 84788.10 | 84788.10 | 84788.10 | 84788.10 | 84752.80 | 0.00 | 84799.16 | 84786.86 | 84771.50 | 84803.58 | 0.52 | 76.67 | 61.40 | 35.47 | 6.72 | 0.08 | 6.63 | 0.00 |
| 1745135940000 | 1745135940000 | 84788.10 | 84788.10 | 84788.00 | 84788.10 | 84752.80 | 0.12 | 84796.94 | 84791.30 | 84773.33 | 84800.87 | 0.64 | 76.67 | 61.40 | 35.47 | 5.10 | 0.37 | 4.73 | 0.12 |
| 1745136000000 | 1745136000000 | 84788.10 | 84788.10 | 84788.00 | 84788.10 | 84752.80 | 0.02 | 84794.74 | 84795.74 | 84775.10 | 84798.15 | 0.64 | 76.67 | 61.10 | 35.47 | 3.95 | 1.17 | 2.78 | 0.02 |
| 1745136060000 | 1745136060000 | 84788.10 | 84788.10 | 84751.50 | 84751.50 | 84752.80 | 0.82 | 84787.30 | 84797.57 | 84774.52 | 84795.27 | 0.00 | 58.36 | 46.83 | 34.86 | -1.18 | 2.33 | -3.50 | 0.82 |
| 1745136120000 | 1745136120000 | 84752.80 | 84752.80 | 84752.70 | 84752.70 | 84752.80 | 0.01 | 84780.03 | 84793.12 | 84774.96 | 84792.41 | 2.25 | 2.30 | 52.67 | 35.00 | -4.37 | 3.39 | -7.76 | 0.01 |
| 1745136180000 | 1745136180000 | 84752.80 | 84752.80 | 84752.80 | 84752.80 | 84752.80 | 0.00 | 84772.77 | 84788.67 | 84776.23 | 84789.56 | 2.43 | 2.30 | 58.66 | 35.02 | -6.25 | 4.88 | -11.13 | 0.00 |
| window_start_ms | open | high | low | close | target | volume | sma_7 | sma_14 | sma_21 | sma_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv_7 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1745135640000 | 1745135640000 | 84803.60 | 84803.60 | 84803.50 | 84803.60 | 84788.10 | 0.01 | 84807.84 | 84768.13 | 84759.54 | 84813.41 | 88.43 | 64.39 | 61.29 | 38.61 | 14.03 | -1.33 | 15.36 | 0.01 |
| 1745135700000 | 1745135700000 | 84803.60 | 84803.60 | 84803.50 | 84803.60 | 84788.10 | 0.00 | 84806.21 | 84772.42 | 84762.51 | 84811.22 | 2.50 | 75.27 | 63.98 | 38.24 | 12.96 | -0.92 | 13.88 | 0.00 |
| 1745135760000 | 1745135760000 | 84803.60 | 84803.60 | 84803.60 | 84803.60 | 84751.50 | 0.00 | 84804.57 | 84777.96 | 84765.97 | 84809.02 | 1.68 | 88.26 | 67.01 | 38.24 | 11.75 | -0.54 | 12.29 | 0.00 |
| 1745135820000 | 1745135820000 | 84803.50 | 84803.50 | 84783.20 | 84788.10 | 84752.70 | 1.43 | 84801.87 | 84782.41 | 84769.67 | 84806.30 | 1.04 | 76.69 | 68.72 | 35.47 | 8.87 | -0.29 | 9.16 | 1.43 |
| 1745135880000 | 1745135880000 | 84788.10 | 84788.10 | 84788.10 | 84788.10 | 84752.80 | 0.00 | 84799.16 | 84786.86 | 84771.50 | 84803.58 | 0.52 | 76.67 | 61.40 | 35.47 | 6.72 | 0.08 | 6.63 | 0.00 |
| 1745135940000 | 1745135940000 | 84788.10 | 84788.10 | 84788.00 | 84788.10 | 84752.80 | 0.12 | 84796.94 | 84791.30 | 84773.33 | 84800.87 | 0.64 | 76.67 | 61.40 | 35.47 | 5.10 | 0.37 | 4.73 | 0.12 |
| 1745136000000 | 1745136000000 | 84788.10 | 84788.10 | 84788.00 | 84788.10 | 84752.80 | 0.02 | 84794.74 | 84795.74 | 84775.10 | 84798.15 | 0.64 | 76.67 | 61.10 | 35.47 | 3.95 | 1.17 | 2.78 | 0.02 |
| 1745136060000 | 1745136060000 | 84788.10 | 84788.10 | 84751.50 | 84751.50 | 84752.80 | 0.82 | 84787.30 | 84797.57 | 84774.52 | 84795.27 | 0.00 | 58.36 | 46.83 | 34.86 | -1.18 | 2.33 | -3.50 | 0.82 |
| 1745136120000 | 1745136120000 | 84752.80 | 84752.80 | 84752.70 | 84752.70 | 84752.80 | 0.01 | 84780.03 | 84793.12 | 84774.96 | 84792.41 | 2.25 | 2.30 | 52.67 | 35.00 | -4.37 | 3.39 | -7.76 | 0.01 |
| 1745136180000 | 1745136180000 | 84752.80 | 84752.80 | 84752.80 | 84752.80 | 84752.80 | 0.00 | 84772.77 | 84788.67 | 84776.23 | 84789.56 | 2.43 | 2.30 | 58.66 | 35.02 | -6.25 | 4.88 | -11.13 | 0.00 |